Maybe Deep Neural Networks are the Best Choice for Modeling Source Code

13 Mar 2019Rafael-Michael KarampatsisCharles Sutton

Statistical language modeling techniques have successfully been applied to source code, yielding a variety of new software development tools, such as tools for code suggestion and improving readability. A major issue with these techniques is that code introduces new vocabulary at a far higher rate than natural language, as new identifier names proliferate... (read more)

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